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Python Machine Learning -all concepts a-z
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Introduction to Machine Learning
10 - Feature Engineering
11 - Saving & Loading Models
12 - Practical ML Projects
13 - Deployment Basics
14 - Best Practices & ML Workflow
15 - Interview Preparation
2 - Python for Machine Learning
3 - ML Libraries in Python
4 - Data Handling & Preprocessing
16. Loading & Inspecting Data.mp4
MP4
35.8 MB
17. Handling Missing Values & Feature Engineering.mp4
MP4
25.8 MB
18. Train-Test Split & Scaling Normalization.mp4
MP4
19.2 MB
5 - Exploratory Data Analysis (EDA)
19. Understanding Your Data.mp4
MP4
9.4 MB
20. Summary Statistics.mp4
MP4
10.7 MB
21. Data Visualisation Basics.mp4
MP4
19.3 MB
22. Scatter Plots & Bar Charts.mp4
MP4
13.4 MB
23. Correlation Analysis.mp4
MP4
19.1 MB
24. Distribution Plots.mp4
MP4
8.6 MB
6 - Supervised Learning - Regression
25. Understanding Regression Simple Linear Regression & Multiple Linear Regression.mp4
MP4
31.4 MB
26. Model Training & Evaluation.mp4
MP4
27.4 MB
27. MAE(Mean Absolute Error), MSE(Mean Squared Error), RMSE(Root Mean Squared Error).mp4
MP4
10.9 MB
7 - Supervised Learning - Classification
28. Logistic Regression.mp4
MP4
25.6 MB
29. K-Nearest Neighbors.mp4
MP4
36.6 MB
30. Decision Trees.mp4
MP4
15.7 MB
31. Random Forest.mp4
MP4
20 MB
32. Model Evaluation Metrics Accuracy, Precision, Recall, F1 Score.mp4
MP4
46.5 MB
8 - Model Evaluation & Validation
33. Confusion Matrix.mp4
MP4
55.3 MB
34. Cross-Validation.mp4
MP4
29.8 MB
35. Overfitting, Underfitting, Bias-Variance Tradeoff.mp4
MP4
23.6 MB
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storage 992.3 MB
access_time 4 months ago
Udemy - Python for Data Science - The Complete Data Science Bootcamp
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Introduction to Data Science and Python
2 - Python Fundamentals for Data Science
3 - Working with Data Using Pandas
12. Data Cleaning & Preprocessing.mp4
MP4
117 MB
1 matching file, 46 total files.
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storage 3 GB
access_time 6 months ago
Udemy - Generating AI Agent - Build Intelligent Systems
Posted by freecoursewb in Other
2 -Data collection and preprocessing.mp4
MP4
52.2 MB
2 matching files, 51 total files.
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access_time 1 year ago
Udemy - Machine learning in Python with Google Colab
Posted by freecoursewb in Other
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1 - Introduction
2 - Data Handling with Pandas in Python
3 - Data Visualization in Python
4 - Data summary descriptive and inferential statistic
5 - Data Management for Machine Learning in Python
24. Data Preprocessing in Python.mp4
MP4
48 MB
1 matching file, 63 total files.
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access_time 2 months ago
UDEMY - INTRODUCTION AU MACHINE LEARNING 2017.FR.WEB-DL.720P.H264
Posted by Fares24 in Other
UDEMY - INTRODUCTION AU MACHINE LEARNING 2017.FR.WEB-DL.720P.H264
2. ------------------------ Partie 1 - Data Preprocessing ------------------------
2. Importer les librairies.mp4
MP4
62.72 MB
3. Importer le dataset.mp4
MP4
170.68 MB
4. Gérer les données manquantes.mp4
MP4
212.03 MB
5. Gérer les variables catégoriques.mp4
MP4
296.94 MB
6. Diviser le dataset entre le Training set et le Test set.mp4
MP4
189 MB
7. Appliquer Feature Scaling.mp4
MP4
230.49 MB
6 matching files, 87 total files.
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storage 6.45 GB
access_time 4 years ago
Udemy - A Complete Guide on TensorFlow 2.0 using Keras API [Desire Course]
Posted by CourseClub in Other
2. Data Preprocessing.mp4
MP4
61.8 MB
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access_time 5 years ago
Udemy - AI Audit Masterclass - ISACA AAIA Certification Prep
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Introduction and Course Setup
10 - Testing and Vulnerabilities in AI - Domain 2E+2F
11 - AI Incident Response - Domain 2G
12 - AI Audit Planning, Execution and Reporting - Domain 3A-E
13 - Capstone, Exam Prep and Conclusion
images
2 - AI Fundamentals for Auditors - Domain 1A
3 - AI Governance and Program Management - Domain 1B
4 - AI Risk Management - Domain 1C
5 - Privacy and Data Governance for AI - Domain 1D
6 - AI Ethics, Regulations and Standards - Domain 1E
7 - Data Management for AI - Domain 2A
29. Data Preprocessing, Feature Engineering, and Transformation Controls - Validatio.mp4
MP4
22.3 MB
1 matching file, 187 total files.
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storage 1.5 GB
access_time 6 days ago
Udemy - Machine Learning A-Z™: Hands-On Python & R In Data Science(2021)(En-720P-MP4)
Posted by Francese in Other
Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
2. -------------------- Part 1 Data Preprocessing --------------------
1. Welcome to Part 1 - Data Preprocessing.mp4
MP4
2.99 MB
2. Get the dataset.mp4
MP4
21.15 MB
3. Importing the Libraries.mp4
MP4
11.08 MB
4. Importing the Dataset.mp4
MP4
23.31 MB
6. Missing Data.mp4
MP4
32.16 MB
7. Categorical Data.mp4
MP4
40.79 MB
9. Splitting the Dataset into the Training set and Test set.mp4
MP4
39.03 MB
10. Feature Scaling.mp4
MP4
34.62 MB
11. And here is our Data Preprocessing Template!.mp4
MP4
19.67 MB
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access_time 5 years ago
Udemy - Machine Learning Theory (Basic) NEW
Posted by freecoursewb in Other
2 - Data Preprocessing TechniquesSteps.mp4
MP4
57.5 MB
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Udemy - Master Python for Data Analysis - Build Job-Ready Skills
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Course Introduction
2 - Python Basics
3 - Working with Data Structures
4 - Control Structures in Python
5 - Data Analysis with Python
19. Data Cleaning and Preprocessing Techniques.mp4
MP4
56.8 MB
1 matching file, 52 total files.
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access_time 3 months ago
Udemy - Deep Learning A-Z™: Hands-On Artificial Neural Networks (2021)(En-720P-MP4)
Posted by Francese in Other
Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks
24. Data Preprocessing Template
2. Data Preprocessing - Step 1.mp4
MP4
54.34 MB
3. Data Preprocessing - Step 2.mp4
MP4
15.97 MB
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Python for Time Series Forecasting (2025)
Posted by freecoursewb in Other
2. Data preprocessing for insightful decomposition.mp4
MP4
15 MB
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access_time 1 year ago
Udemy - Data Science Real World Projects in Python
Posted by tutsnode in Other
Data Science Real World Projects in Python
[TutsNode.com] - Data Science Real World Projects in Python
2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning
3. Understanding Data & data-preprocessing.mp4
MP4
70.38 MB
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access_time 5 years ago
Udemy - Google Professional Machine Learning Engineer Certifications
Posted by freecoursewb in Other
2 -2.1 Exploring and preprocessing organization-wide data.mp4
MP4
43 MB
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access_time 1 year ago
Udemy - Machine Learning Project - Build and Deploy Real AI with Python
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Introduction
2 - Setting Up Your Development Environment
3 - Google Colab Setup
4 - Dataset Exploration
5 - Text Preprocessing & Data Preparation
24. Building the Classification System Architecture.mp4
MP4
73.9 MB
25. Text Cleaning and Preprocessing.mp4
MP4
66.7 MB
26. Building an Automated Data Pipeline.mp4
MP4
87.9 MB
27. Feature Engineering - Vocabulary Analysis.mp4
MP4
67 MB
6 - Model Training & Evaluation
28. Training Our Machine Learning Model.mp4
MP4
119.5 MB
29. Evaluating Model Performance.mp4
MP4
133 MB
30. Analyzing Ambiguous Cases.mp4
MP4
96.5 MB
31. Testing on Real-World Examples.mp4
MP4
127.8 MB
7 - Generating Reports & Visualizations
32. Generating Analysis Reports.mp4
MP4
64 MB
33. Assembling the Complete System.mp4
MP4
111.8 MB
34. Creating Professional Visualizations.mp4
MP4
97.6 MB
8 - Building Interactive Dashboards With Streamlit
35. Building an Interactive Dashboard.mp4
MP4
146.8 MB
36. Running Your Streamlit Application.mp4
MP4
85.9 MB
9 - Deploying To The Cloud
37. Creating Github Account.mp4
MP4
63.1 MB
38. Deploying to Streamlit Cloud.mp4
MP4
50.7 MB
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Udemy - Smart Market Analysis with GPT - Start Earning from Data
Posted by freecoursewb in Other
4 -Module 7 Data Preprocessing (2).mp4
MP4
4.2 MB
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Udemy - Applications of Machine Learning in Trading
Posted by freecoursewb in Other
2. Lecture 2 Data Handling and Preprocessing.mp4
MP4
190.1 MB
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Udemy - AI-Driven Market Analysis - Predict and Profit with ML Models
Posted by freecoursewb in Other
2 -Data Cleaning and Preprocessing – Handling Missing Values.mp4
MP4
18.4 MB
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Udemy - Vibe Coding For Non Coders
Posted by freecoursewb in Other
2 -Data Preprocessing for Vibe Coding.mp4
MP4
127 MB
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Deep Learning with PyTorch for Medical Image Analysis
Posted by cybil18 in Other
7. Data Formats in Medical Imaging
8. Preprocessing-in-Python-Part-2.mp4
MP4
60.32 MB
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Udemy - Python for Healthcare Data Analytics and Predictive Modeling
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Introduction
2 - Python Refresher
3 - First steps with healthcare datasets
4 - Data Cleaning and Preprocessing
13. Data Cleaning and Preprocessing 1.mp4
MP4
59.1 MB
14. Data Cleaning and Preprocessing 2.mp4
MP4
46.5 MB
5 - Exploratory Data Analysis for Healthcare
15. Exploratory Data Analysis 1.mp4
MP4
67.9 MB
16. Exploratory Data Analysis 2.mp4
MP4
138.7 MB
17. Exercise.mp4
MP4
4.9 MB
6 - Feature engineering and Building basic predictive models
18. Building simple predictive models.mp4
MP4
78.2 MB
7 - Capstone project
19. Capstone.mp4
MP4
35.5 MB
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Udemy - AI Agents and Automation - Data Analyze Prep - Descriptive Stats
Posted by freecoursewb in Other
2 -Understanding Data Preprocessing.mp4
MP4
74.3 MB
2 -Data Preprocessing in Action.mp4
MP4
71.3 MB
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Udemy - Learn Automated Machine Learning (Auto ML) With 10 Projects
Posted by tutsnode in Other
Data Science Practical Automated Machine Learning(Auto ML)
[TutsNode.com] - Data Science Practical Automated Machine Learning(Auto ML)
6. TPOT Models Part 2
3. Data preprocessing and visualization.mp4
MP4
47.82 MB
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Udemy - Credit Risk Modeling in Python 2020 [Desire Course]
Posted by CourseClub in Other
18. Data preparation. Preprocessing discrete variables creating dummies (Part 2).mp4
MP4
93.3 MB
25. Data preparation. Preprocessing continuous variables creating dummies (Part 2).mp4
MP4
111.8 MB
2 matching files, 301 total files.
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Udemy - Machine Learning Explained - A Complete Conceptual Guide
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Introduction to Machine Learning
2 - Data and Feature Engineering
7 - Data Preprocessing Concepts.mp4
MP4
86.3 MB
1 matching file, 33 total files.
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Udemy - TensorFlow 2.0 Masterclass: Hands-On Deep Learning and AI
Posted by tutsnode in Other
009 Step 2 - Data Preprocessing.mp4
MP4
135.6 MB
1 matching file, 281 total files.
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Udemy - Data Science Mastery - 10-in-1 Data Interview Projects showoff
Posted by freecoursewb in Other
2. 2. Data Cleaning and Preprocessing of Google App Store Data..mp4
MP4
46.1 MB
2. 2. Data Exploration and Preprocessing of the Titanic Dataset..mp4
MP4
42.4 MB
2. 2. Data Preprocessing and Cleaning..mp4
MP4
23.4 MB
2. 2. Big Data Data Exploration and Preprocessing..mp4
MP4
29.9 MB
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Udemy - Machine Learning A-Z™: Hands-On Python & R In Data Science [Desire Course]
Posted by CourseClub in Other
[DesireCourse.Net] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
2. -------------------- Part 1 Data Preprocessing --------------------
1. Welcome to Part 1 - Data Preprocessing.mp4
MP4
2.98 MB
10. Feature Scaling.mp4
MP4
34.62 MB
11. And here is our Data Preprocessing Template!.mp4
MP4
19.67 MB
2. Get the dataset.mp4
MP4
21.15 MB
3. Importing the Libraries.mp4
MP4
11.08 MB
4. Importing the Dataset.mp4
MP4
23.31 MB
6. Missing Data.mp4
MP4
32.16 MB
7. Categorical Data.mp4
MP4
40.79 MB
9. Splitting the Dataset into the Training set and Test set.mp4
MP4
39.04 MB
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Udemy - Building AI Agents - Core Component - Intelligent Architecture
Posted by freecoursewb in Other
2 -Preprocessing and interpreting sensor data.mp4
MP4
15.3 MB
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Udemy - Machine Learning in Bioinformatics - From Theory to Practical
Posted by freecoursewb in Other
2 -Data Preprocessing Techniques.mp4
MP4
167.1 MB
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Udemy - The Business Intelligence Analyst Course 2020 [Desire Course]
Posted by CourseClub in Other
[DesireCourse.Net] Udemy - The Business Intelligence Analyst Course 2020
47. Integration - Data Preprocessing Step by Step
2. How to Import the Data Set in Python.mp4
MP4
23.08 MB
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Udemy - CNN for Computer Vision with Keras and TensorFlow in R [GC]
Posted by escobar623 in Other
2. Data Preprocessing.mp4
MP4
67 MB
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Deep Learning A-Z 2025 Neural Networks, AI ChatGPT Jan 2025
Posted by shailab in Other
04 - Building an ANN
004 Step 2 - Data Preprocessing for Neural Networks Essential Steps and Techniques.mp4
MP4
69.12 MB
25 - Data Preprocessing in Python
002 Step 2 - How to Handle Missing Data in Python Data Preprocessing Techniques.mp4
MP4
18.44 MB
005 Step 2 - Pandas DataFrame Indexing Building Feature Matrix X with iloc Method.mp4
MP4
16.19 MB
009 Step 2 - Preprocessing Datasets Fit and Transform to Handle Missing Values.mp4
MP4
20.54 MB
011 Step 2 - Using fit_transform Method for Efficient Data Preprocessing in Python.mp4
MP4
20.27 MB
014 Step 2 - Split Data into Train --& Test Sets with Scikit-learn--'s train_test_split.mp4
MP4
20.58 MB
017 Step 2 - Feature Scaling in Machine Learning When to Apply StandardScaler.mp4
MP4
16.34 MB
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10 Assorted Python Courses For Beginners 2020
Posted by rootmk in Other
10 Python Courses For Beginners 2020 [UdemyLibrary.com]
Machine Learning Crash Course for Beginners using Python [UdemyLibrary.com]
5. Data Preparation and Preprocessing
2. Handling Video and Audio Data.mp4
MP4
47.43 MB
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Udemy - MQL5 ADVANCED - Code Machine learning EAs with Neural Networks
Posted by freecoursewb in Other
2. Data cleaning and preprocessing.mp4
MP4
87.8 MB
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Udemy - Complete Remote Sensing Image Analysis with ENVI
Posted by Anonymous in Other
8. Hyperspectral Analysis
2. Preprocessing AVRIS Data.mp4
MP4
162.37 MB
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Udemy - The Business Intelligence Analyst Course 2020
Posted by LMorningStar in Other
[FreeAllCourse.Com] Udemy - The Business Intelligence Analyst Course 2020
47. Integration - Data Preprocessing Step by Step
2. How to Import the Data Set in Python.mp4
MP4
23.09 MB
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access_time 6 years ago
Logistic Regression in Python
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Introduction
Logistic Regression in Python
Data Files
Others
Presentation
10 - Knearest Neighbors Classifier
11 - Understanding The Results
12 - Appendix 1 Linear Regression In Python
ML Practical task 3
ML Task 1
ML Task 2
13 - Congratulations About Your Certificate
2 - Introduction To Machine Learning
3 - Basics Of Statistics
4 - Setting Up Python And Jupyter Notebook
5 - Important Python Libraries
6 - Data Preprocessing
26 - Gathering Business Knowledge.mp4
MP4
8.7 MB
27 - Data Exploration.mp4
MP4
14.6 MB
28 - The Dataset And The Data Dictionary.mp4
MP4
127.4 MB
29 - Data Import In Python.mp4
MP4
35.5 MB
31 - Univariate Analysis And Edd.mp4
MP4
19 MB
32 - Edd In Python.mp4
MP4
123.8 MB
34 - Outlier Treatment.mp4
MP4
16.2 MB
35 - Outlier Treatment In Python.mp4
MP4
76.5 MB
37 - Missing Value Imputation.mp4
MP4
15.4 MB
38 - Missing Value Imputation In Python.mp4
MP4
34.5 MB
40 - Seasonality In Data.mp4
MP4
12.3 MB
41 - Variable Transformation.mp4
MP4
22.1 MB
42 - Variable Transformation And Deletion In Python.mp4
MP4
39.9 MB
44 - Dummy Variable Creation Handling Qualitative Data.mp4
MP4
21.7 MB
45 - Dummy Variable Creation In Python.mp4
MP4
43.7 MB
7 - Classification Models
47 - Three Classifiers And The Problem Statement.mp4
MP4
31.8 MB
48 - Why Cant We Use Linear Regression.mp4
MP4
28 MB
49 - Logistic Regression.mp4
MP4
55 MB
50 - Training A Simple Logistic Model In Python.mp4
MP4
76.1 MB
52 - Result Of Simple Logistic Regression.mp4
MP4
44.3 MB
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Udemy - AI Dog Tracking Through Computer Vision Techniques
Posted by freecoursewb in Other
8 -Data Preprocessing for Model Training in Roboflow part 2.mp4
MP4
14.4 MB
1 matching file, 76 total files.
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Udemy - The Data Science Course 2020 Complete Data Science Bootcamp
Posted by LMorningStar in Other
[FreeAllCourse.Com] Udemy - The Data Science Course 2020 Complete Data Science Bootcamp
49. Deep Learning - Preprocessing
2. Types of Basic Preprocessing.mp4
MP4
11.84 MB
58. Case Study - Preprocessing the 'Absenteeism_data'
2. Importing the Absenteeism Data in Python.mp4
MP4
23.15 MB
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Pluralsight | Building Machine Learning Solutions With Java - Learning Paths
Posted by Prom3th3uS in Other
2. Exploring Java Machine Learning Environments
3. Implementing a Machine Learning Workflow with Weka
3. Demo - Data Preprocessing with Programmatic Weka.mp4
MP4
4.1 MB
4. Implementing a Machine Learning Workflow with DL4J
4. Demo - Data Preprocessing with DL4J.mp4
MP4
31.98 MB
5. Implementing a Machine Learning Workflow with Spark MLlib
3. Demo - Data Preprocessing with Spark MLlib.mp4
MP4
18.44 MB
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Udemy - Deep Learning A-Z™: Hands-On Artificial Neural Networks
Posted by LMorningStar in Other
[FreeAllCourse.Com] Udemy - Deep Learning A-Z™ Hands-On Artificial Neural Networks
29. Data Preprocessing Template
2. Data Preprocessing - Step 2.mp4
MP4
15.86 MB
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Udemy - Complete Machine Learning with R Studio - ML for 2023 [FCS]
Posted by fcs0310 in Other
2. Importing and preprocessing data.mp4
MP4
25 MB
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TensorFlow Developer Certificate in 2021: Zero to Mastery
Posted by cybil18 in Other
3. Neural network regression with TensorFlow
27. Preprocessing data with feature scaling part 2 (normalising our data).mp4
MP4
97.18 MB
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Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
Posted by LMorningStar in Other
[FreeAllCourse.Com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
2. -------------------- Part 1 Data Preprocessing --------------------
1. Welcome to Part 1 - Data Preprocessing.mp4
MP4
2.98 MB
10. Feature Scaling.mp4
MP4
34.63 MB
11. And here is our Data Preprocessing Template!.mp4
MP4
19.67 MB
2. Get the dataset.mp4
MP4
21.16 MB
3. Importing the Libraries.mp4
MP4
11.07 MB
4. Importing the Dataset.mp4
MP4
23.32 MB
6. Missing Data.mp4
MP4
32.17 MB
7. Categorical Data.mp4
MP4
40.79 MB
9. Splitting the Dataset into the Training set and Test set.mp4
MP4
39.04 MB
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Packt | Master Deep Learning with TensorFlow 2.0 in Python [2019] [FCO]
Posted by SunRiseZone in Other
[FreeCoursesOnline.Me] PacktPub - Master Deep Learning with TensorFlow 2.0 in Python [2019] [Video]
10.Preprocessing
1004.Dealing with categorical data.mp4
MP4
18.22 MB
12.Business case
1204.Preprocessing the data.mp4
MP4
44.52 MB
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The Business Intelligence Analyst Course 2022
Posted by cybil18 in Other
47. Integration - Data Preprocessing Step by Step
2. How to Import the Data Set in Python.mp4
MP4
23.08 MB
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[Udemy] Python | Introduction au machine learning | FR | 720p
Posted by Hrund in Movies - Documentary
Section 2 -------- Partie 1 - Data Preprocessing --------,4. Importer les librairies.mp4
MP4
11.82 MB
Section 2 -------- Partie 1 - Data Preprocessing --------,5. Importer le dataset.mp4
MP4
27.93 MB
Section 2 -------- Partie 1 - Data Preprocessing --------,6. Gérer les données manquantes.mp4
MP4
28.31 MB
Section 2 -------- Partie 1 - Data Preprocessing --------,7. Gérer les variables catégoriques.mp4
MP4
35.63 MB
Section 2 -------- Partie 1 - Data Preprocessing --------,8. Diviser le dataset entre le Training set et le Test set.mp4
MP4
20.51 MB
Section 2 -------- Partie 1 - Data Preprocessing --------,9. Appliquer Feature Scaling.mp4
MP4
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Udemy - Master Python Programming in 30 days (2025)
Posted by freecoursewb in Other
2 -End to End Exploratory Data Preprocessing Pipeline- Part 1.mp4
MP4
192.5 MB
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Udemy - Data Literacy - An Ultimate Guide to Digital transformation
Posted by freecoursewb in Other
2. 1102 Performing Data Preprocessing and Basic Insight Extraction through EDA.mp4
MP4
53.8 MB
2. 802 Preprocessing data understood as a case.mp4
MP4
45.1 MB
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